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Llama3 8B 1.58 100B Tokens by HF1BitLLM

 »  All LLMs  »  HF1BitLLM  »  Llama3 8B 1.58 100B Tokens   URL Share it on

  4371   
  Arxiv:2402.17764   8-bit   Autotrain compatible Base model:meta-llama/meta-lla... Base model:quantized:meta-llam...   Bitnet   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/HF1BitLLM/Llama3-8B-1.58-100B-tokens 

Llama3 8B 1.58 100B Tokens Benchmarks

LLME Score: 0.33956
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B 1.58 100B Tokens (HF1BitLLM/Llama3-8B-1.58-100B-tokens)

Llama3 8B 1.58 100B Tokens Parameters and Internals

Model Type 
large language model
Additional Notes 
The model is fine-tuned on the BitNet 1.58b architecture, and it uses extreme quantization techniques.
Training Details 
Data Sources:
FineWeb-edu dataset
Data Volume:
100 billion tokens
Model Architecture:
BitNet 1.58b
LLM NameLlama3 8B 1.58 100B Tokens
Repository 🤗https://huggingface.co/HF1BitLLM/Llama3-8B-1.58-100B-tokens 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM3.9 GB
Updated2024-12-21
MaintainerHF1BitLLM
Model Typellama
Instruction-BasedYes
Model Files  3.9 GB
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.44.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than HF1BitLLM/Llama3-8B-1.58-100B-tokens.

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Release v20241217
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